18 Best Books About Python For Learners Of All Level

Best Books for Python
 

Programming is a high-paying career, but it also holds other benefits. For example, kids learning to code tend to adopt a logical mindset at the very beginning of their lives.

 
The use of programming languages like Python for organizing data can be a really helpful and time-saving method for data scientists to focus more on looking for patterns in the organized data and then finding solutions to the problems brought to them.

 
Other distinctive uses that make Python the most suitable programming language are building software, applications, machine learning, etc.

 
Also, deep-learning using Python has revolutionized the digital world.

 
The learners greatly benefit from the series of top Python books when combined with practical exposure given to them.
 
Here we have included both Python books for beginners, intermediate, and advanced learners:
 

Jump To

 

18 Best Python Books for Training

1. Python Crash Course, Second Edition: A Hands-On, Project-Based Introduction to Programming

 

Python Crash Course, Second Edition
Rating 4.7
Author Eric Matthes
Level Beginners and Intermediates
Publication No Starch Press

 

About the book:

Nothing can be better than to start a list of the best books about Python with a very popular, to-the-point, hands-on guide. It starts with the process of installing Python on your computer.

 
The book also requires you to get your hands dirty with some real-life projects, increasing the book’s credibility to be called the best book for Python programming.

 
The material presented here is well-organized, effectively conveyed, and simple to comprehend. This is indeed one of the must-haves Python books for beginners.
 
Cons: The initial practice exercises should have been more challenging to put the knowledge gained to use. The book’s part about using ‘Sublime Text’ could have been clearer.
 

 

2. Automate the Boring Stuff with Python: Practical Programming for Total Beginners

 

Automate the Boring Stuff with Python
Rating 4.7
Author Al Sweigart
Level Beginners
Publication No Starch Press

 

About the Book:

Learning the basics from some good Python books can help you automate boring data manipulation and enable you to focus on the more productive areas.

 
It is undoubtedly one of the best Python books for beginners. People familiar with the basics of Python or any other programming language use it as a revision tool, which makes it necessary to add it to our list of recommended books.

 
It is the best book to learn Python for people looking for smarter ways to work and for people willing to learn Python practically.

 
Cons: The print quality could have been better.
 

 

3. Learning Python, Fifth Edition

 
 

Learning Python, Fifth Edition
Rating 4.5
Author Mark Lutz
Level Intermediate to Advanced
Publication O’Reilly Media

 

About the Book:

This is the third book that could reserve its position in our list of suggested Python books. The use of lenient language and real-life analogies make it one of the preferred python books.

 
Learning Python from it will assist you in swiftly writing efficient, high-quality Python programs. You will find this book to be helpful if you are a professional software developer looking for some information before moving up to advanced Python books to learn the language in more detail.

 
Cons: Although the content quality is quite nice, 1648 pages is still a commitment.
 

 

4. Python for Everybody: Exploring Data in Python 3

 

Python for Everybody: Exploring Data in Python 3
Rating 4.6
Author Dr. Charles Russell Severance
Level Beginner to Intermediate
Publication CreateSpace Independent Publishing Platform

 

About the book:

This book completely justifies its title by being one of the best Python books for beginners. Anyone could start learning Python from this concise book. It is one of the most informative books if you are a beginner and like to take things slowly.

 
It also contains links to various online resources which supplement its easy-to-understand explanations. It is also being used as a manual by some new-to-the-field Python developers. So, these are a few reasons that fit it among the top Python books.
 

 

5. Python Pocket Reference: Python in Your Pocket

 
 

Python Pocket Reference: Python in Your Pocket
Rating 4.5
Author Mark Lutz
Level Intermediate to Advanced
Publication O’Reilly Media

 

About the Book:

If you are a professional Python developer looking for a handy tool that fits everything you require to write a Python program in one place, then this book has got you covered. It is considered by many as the best book for Python programming.

 
Among many advanced Python books, this pocketbook is preferred by many for on-hand reference while writing complex Python programs.

 
We can come across a lot when looking for the best book to learn Python. So, we considered adding this book to our list of books because of its compact style and high information density.
 

 

6. Python for Data-Analysis: Data Wrangling with Pandas, NumPy and IPython (Second Edition)

 

Python for Data-Analysis
Rating 4.6
Author Wes McKinney
Level Beginner to Advanced
Publication O’Reilly Media

 

About the Book:

This book demonstrates how to manipulate and process datasets using both native and third-party Python packages.

 
There are really good Python books if you want to learn Python for building software and applications. But, speaking of the best Python books for beginners for learning about using NumPy, IPython Shell, and the Jupiter notebook for sharing programs, this book can prove to be very purposeful.
 
Related: Apps to Learn Python Online
 

 

7. Elements of Programming Interviews in Python: The Insider’s Guide

 

Elements of Programming Interviews in Python
Rating 4.4
Author Adnan Aziz
Level Intermediate to Advanced
Publication CreateSpace Independent Publishing Platform

 

About the Book:

Many big IT companies, interview candidates looking for jobs to assess their knowledge, perspectives, work ethics, employability, and much more. This unique book is one of the top books from an interview perspective.

 
If you are someone who has self-mastered programming by reading various intermediate and advanced Python books, then just to leave no stones unturned. Many of its readers consider it as the best book to learn Python.
You must also go through some interview-oriented top Python books where this book holds high value.

 
You must also go through some interview-oriented top Python books where this book holds high value.

 
Cons: The print quality needs to be better.
 

 

8. Think Python: How to Think Like a Computer Scientist (Second Edition)

 

Think Python
Rating 4.6
Author Allen B. Downey
Level Beginners and Intermediates
Publication O’Reilly Media

 

About the Book:

This introductory book has been accepted as one of the best Python books since it is focused on educating new coders on how to code using Python as the language of choice.

 
However, it is also appropriate for those who already have some coding experience but want to learn more about Python and its broader paradigm.

 
Have you always dreamt of learning to code with the help of python books? This is the best book for Python programming if you are a beginner and want to learn the standard way to write a Python program code by code.
 

 

9. Learn Python 3 the Hard Way: A Very Simple Introduction to the Terrifyingly Beautiful World of Computers and Code (Zed Shaw’s Hard Way Series) 1st Edition

 

Learn Python 3 the Hard Way
Rating 4.5
Author Zed Shaw
Level Beginners and Intermediates
Publication Addison-Wesley professional

 

About the Book:

If you’re planning to learn Python, this is one of the best Python books for beginners to start with. It is divided into exercises and chapters that will guide you through Python’s do-yourself learning experience.

 
The main objective of adding this comprehensive manual to our list of best books is that it is suitable for a range of Python learners and professionals.

 
Individuals coming back to the programming industry need to brush up and update their existing knowledge. Such individuals consider this as the best book for Python programming.

 
Some companies that hire interns have started to recommend this as the best book to learn Python before they take up some advanced python books.
 

 

10. Python: – The Bible- 3 Manuscripts in 1 book

 
 

Python: - The Bible- 3 Manuscripts in 1 book
Rating 4.3
Author Maurice J. Thompson
Level Beginners, Intermediates, and Advanced
Publication Independently Published.

 

About the Book:

This is one of the best Python books with the most interesting features. It has been divided into 3 parts for the readers of different levels.

 
The first half explains lists, strings, variables, dictionaries, objects, etc. The other half covers different types of copies in Python with a very practical approach, which makes it one of the best beginner friendly books.

 
When the book is reviewed from the intermediates’ point of view, it falls under the category of good python books. However, for advanced learners, it is the best book to learn Python, for it has various projects for them to help with their overall improvement.
 

 
Related: Python Courses Online
 

For Kids:

Now here are some of the best Python books for beginners, specifically kids:
 

11. Python for Kids: A Playful Introduction to Programming

 
 

Python for Kids
Rating 4.6
Author Jason R. Briggs
Level For Kids.
Publication No Starch Press

 

About the Book:

This is a good book for early learners. Upon mixing different views in the activities after each chapter, children may put their new knowledge to the test.

 
There are extra tricky challenges to complete at the end of this book after each chapter for budding programmers who truly want to showcase their inventiveness.

 
Parents can see constant growth in their child’s coding skills. Furthermore, after successfully executing the tasks, children come back for more out of curiosity. Therefore, parents consider this as one of the best Python books for beginners and kids.
 

 

12. Teach Your Kids to Code: A Parent-Friendly Guide to Python Programming

 

Teach Your Kids to Code
Rating 4.6
Author Bryson Payne
Level For Kids.
Publication No Starch Press

 

About the Book:

Parents want it best for their children. Python is the most interactive, powerful, and responsive programming language, making it the best for children to start learning to program. With the same qualities as that of the language Python, this is one of the best books about Python for children.

 
It is one of the top Python books for children that makes them smarter and improves their decision-making skills better. This book has been given a position in our list of best Python books for kids because of its easily understandable and highly engaging quality.

 
It makes learning for kids as enjoyable as playing by using attractive graphics and fun examples.
 

 

13. Python in Easy Steps: Makes Programming Fun

 

Python in Easy Steps
Rating 4.4
Author Mike McGrath
Level Beginners and Kids
Publication In Easy Steps Ltd.

 

About the Book:

If you are in school and want to start learning to program, a parent who wants to introduce their kids to programming, or any adult who wants to learn to code with Python, this book is a must-have for you. This is the best book to learn Python for beginners and kids.

 
Unlike the other best python books, which focus on conveying the concepts to the reader mostly using words and symbols, it provides color codes for each chapter, proving it to be the best book for Python programming for visual learners and children who will thoroughly enjoy this book.

 
Being a parent with some knowledge about coding, you can count upon this book if you are in search of some good Python books to read and later introduce your children to programming.
 

 

14.  Coding for Kids: Python: Learn to Code with 50 Awesome Games and Activities

 

Coding for Kids: Python: Learn to Code with 50 Awesome Games and Activities
Rating 4.6
Author Adrienne Tacke
Level For Kids
Publication Rockridge Press

 

About the Book:

This guide is among the best books about Python for kids, which explains the foundations of coding Python in a simple and understandable language.

 
You’ll be employing Python utilities, producing guessing games, creating a geek talk translator, creating a trivia game, building a Mine craft chat server, and much more in no time using one of the best Python books for kids.

 
Cons: Using advanced terminologies despite being a book meant for kids.

 
Despite having some drawbacks, this book can be placed with other good Python books for kids.

 
We come to the end of our list of Python books for beginners and kids with this book.
 

 

For Advanced Learners:

Now here is a list of advanced Python books for professionals and advanced students:
 

15. Python: Advanced Guide to Artificial Intelligence: Expert Machine Learning Systems and Intelligent Agents Using Python

 
 

Python: Advanced Guide to Artificial Intelligence
Rating 4.6
Author Giuseppe Bonaccorso, Armando Fandango, Rajalingappaa Shanmugamani
Level Advanced
Publication Packt Publishing

 

About the Book:

The explanations in this one of the best Python books is done by displaying samples of data on an x-y plot and demonstrating how the various strategies segregate the data to make a judgment.

 
This advanced guide is one of the very few python books for budding coder’s understanding as well since it uses an excellent method to simplify the explanation.

 
If you are looking for books to learn about machine learning algorithms, it is the best book to learn Python algorithms and related models for feeding and extracting data from a data set.

 
Speaking of overall aspects, it is the best book for Python programming for artificial intelligence engineers and data scientists.
 

 

16. Advanced Python Programming: Build High-Performance, Concurrent and multi-threaded apps with Python using Proven Design patterns

 

Advanced Python Programming: Build High-Performance
Rating 4.3
Author Dr. Gabriele Lanaro, Quan Nguyen, Sakis Kasampalis
Level Advanced
Publication Packt Publishing

 

About the Book:

Being one of the best Python books for advanced learners and professional Python programmers, it skips the fundamentals, which can be found easily online with any lesson.

 
Apart from that, Python essential features, their rationale, and supplementary citations such as articles or weblogs for those who want to learn more about the subject have been included in the guide, which makes it stand out among other top Python books.

 
It is one of those advanced Python books professional programmers frequently refer to when designing high-performance applications using single-core and multi-core programming.
 

 

17. Fluent Python: Clear, Concise, and Effective Programming (First Edition)

 
 

Fluent Python: Clear, Concise, and Effective Programming
Rating 4.6
Author Luciano Ramalho
Level Intermediate to Advanced
Publication O’Reilly Media

 

About the Book:

This book is a collection of features that gives Python its individuality, which makes it eligible to be pronounced as the best book to learn Python.

 
Most of the advanced books are an A-Z complete guide about programming with Python, whereas Fluent Python speaks more about using the unique features of Python to its fullest.

 
The simple and sober language with links to various online resources made us add these advanced python books to our list of the best books about Python.

 
Programmers fluent in other languages when switching to Python need to know its special features and consider the book to be one of the best Python books.

 

 

18.  Python Machine Learning – Second Edition: Machine Learning and Deep Learning with Python, Scikit-learn, and TensorFlow (Second Edition)

 
 

Python Machine Learning - Second Edition: Machine Learning and Deep Learning with Python
Rating 4.5
Author Sebastian Raschka and Vahid Mirjalili
Level For Kids
Publication Packt Publishing

 

About the Book:

This book includes basic ideas, practical features, and advanced research issues for learners, professionals, and teachers.

 
This Python book thrives on the discipline, including contributions from some of the field’s most inventive and prominent academicians. The advanced Python books will serve as a reference for many years.

 
This is one of those good Python books which are helpful to learners with good mathematical and statistical backgrounds. For aspiring data scientists and AI engineers, this book is a must.

 
This book brings us to the end of our list of the best Python books for professionals.
 

 

Conclusion

In our list of top Python books, we came across books suitable for readers of various levels. These books, written by the most eligible experts cum authors.
 
These are some of the best books about Python which helped learners in the past and will continue to do so as they are being updated with every new Python update. While learning python, you must regularly update yourself with the latest editions.